ProjectPulse MCP
概览
作者提供的说明(英文原文)
Monitor GitHub repo health, DORA metrics and CI signals from your AI assistant.
PopNx MCP 的三大支柱
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
- 用户评价i暂无评价评价功能将在后续阶段与账户功能一起开放
- 我们的基础检查i2 项中通过 2 项依据公开信息检查;尚未扫描代码
- 使用情况i非常新↓ 139/周 · ★ 1
它能帮你做什么
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
- 连接方式: 在你的电脑上运行
- 传输方式: stdio
- 分类: 开发者工具
- 你需要填写:GITHUB_TOKEN
安装
选择你使用的 AI 应用,然后复制设置。
安装之前
- 基础检查:2 项中通过 2 项
- 在你的电脑上运行,拥有你的用户账户的权限(文件、网络、应用)。
- 需要你自己填写:
GITHUB_TOKEN
标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"github-projectpulse": {
"command": "npx",
"args": [
"-y",
"projectpulse-mcp"
],
"env": {
"GITHUB_TOKEN": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add github-projectpulse --env GITHUB_TOKEN=your-value -- npx -y projectpulse-mcp运行前请先填写空着的值。
或者自己复制设置
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"github-projectpulse": {
"command": "npx",
"args": [
"-y",
"projectpulse-mcp"
],
"env": {
"GITHUB_TOKEN": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
或者自己复制设置
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"github-projectpulse": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"projectpulse-mcp"
],
"env": {
"GITHUB_TOKEN": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
需要你填写的值
- GitHub personal access token. Optional - public repos work without it; raises rate limits and enables private repository access.
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
哪些应用可以使用它
依据这个服务器的连接方式和各应用自己的文档,检查于 2026年11月10日。
在你的电脑上运行,适用于
ClaudeGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatRaycast
它能做什么
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
基础检查i
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月11日
- ✓ 通过
作者与仓库一致
注册名称已通过 GitHub 账户 alexbypa 验证,该账户拥有此仓库
- ✓ 通过
仍在维护
代码最后更新于5天前
- … 尚未检查
有许可证
我们还没有从 GitHub 读取这个仓库
- – 不适用
端点有响应
它在你的电脑上运行,没有互联网端点
- – 不适用
使用 OAuth 登录
在你的电脑上运行,改用本地设置
- … 尚未检查
工具描述中没有隐藏指令
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与“开发者工具”中的其他服务器比较i
- 星标数多于此分类中其他 5731 个服务器的 65%
- 发布到注册中心的时间比此分类中其他 5731 个服务器的 55% 更新
- 基础检查结果等于或优于此分类中其他 5731 个服务器的 100%
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
常见问题
ProjectPulse MCP 安全吗?
它在 2 项适用的基础检查中通过了 2 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
它需要哪些密钥或代码?
你需要填写:GITHUB_TOKEN
它在我的电脑上运行还是在云端?
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
它还在维护吗?
GitHub 仓库最后更新于5天前,最新版本(1.10.0)于23天前进入注册中心。
哪些应用可以使用它?
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。
有什么可以替代它?
同一分类中有:REA, Netdata, Front-End Checklist
替代选择
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
Netdata
Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.
Front-End Checklist
Review frontend code and live pages against 386 quality-gated web development rules.
作者的 README
打开 README
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
ProjectPulse MCP 🏥
GitHub repository health monitoring for AI assistants — works with any language, any repo.
This Model Context Protocol (MCP) server gives AI assistants the ability to analyze health, security, CI/CD status, and delivery metrics of any GitHub repository — directly from your conversations.
📑 Table of Contents
- Features
- Examples
- Use Cases
- Prerequisites
- Quick Start
- Tools
- Compatibility
- Architecture
- Transport Modes
- Configuration
- Testing
- Contributing
- License
✨ Features
- 🏥 Health Score — comprehensive 0-100 score with grade (A-F), category breakdown, and improvement suggestions
- 🔒 Security — Dependabot alerts blended with OpenSSF Scorecard checks (60/40 weighted)
- 📊 DORA Metrics — proxy DORA metrics from GitHub data: deployment frequency, lead time, change failure rate, MTTR
- 🔍 Code Scanning — CodeQL and other code scanning alerts with severity, message, and creation date
- 📦 Dependency Analysis — Dependabot alerts with severity filtering
- ⚙️ CI/CD Status — recent GitHub Actions workflow runs and conclusions
- 📋 Repository Info — stars, forks, language, license, and general metadata
- 📝 Best Practices — 12-point checklist for open-source repo quality (README, LICENSE, SECURITY.md, templates, branch protection, etc.) with A-F grade
📸 Examples
All screenshots taken live from MCP Inspector.
get_health_score — A-F grade with category breakdown
get_dora_metrics — DORA delivery metrics from GitHub data
compare_repos — Side-by-side health score ranking
check_ci_status — Recent GitHub Actions workflow runs
get_repo_health — Repository metadata and stats
analyze_dependencies — Dependabot vulnerability alerts
check_best_practices — Open-source repo quality checklist with A-F grade
💡 Use Cases
Copy-paste these prompts into Claude, Cursor, Windsurf, or any MCP-compatible assistant.
Due Diligence — Library Adoption
"Evaluate whether
facebook/reactis production-ready. Check the health score, security vulnerabilities (Dependabot and CodeQL), and whether the CI pipeline passes consistently."
*Tools used: get_health_score, analyze_dependencies, analyze_code_scanning, check_ci_status*
Compare Alternatives
"I need to choose between
expressjs/express,fastify/fastify, andkoajs/koa. Compare their health scores and tell me which one has the lowest technical risk."
*Tools used: compare_repos*
Sprint Review — DORA Metrics
"Calculate the DORA metrics for
vercel/next.jsover the last 30 days. I want to present delivery performance at our sprint review."
*Tools used: get_dora_metrics*
Trend Monitoring
"Check the health score of
microsoft/vscode. Has it improved or worsened since the last time we checked?"
*Tools used: get_health_score (includes trend comparison on repeated calls)*
Quick Security Audit
"Run a security audit of
pallets/flask: Dependabot alerts, CodeQL vulnerabilities, and CI build status. Give me a complete picture."
*Tools used: analyze_dependencies, analyze_code_scanning, check_ci_status*
📋 Prerequisites
- Node.js v18 or later — download
- npm (included with Node.js)
- GitHub Personal Access Token (optional for public repos, required for private repos and security data)
🚀 Quick Start
Claude Code (CLI)
claude mcp add projectpulse -- npx projectpulse-mcp
Note: You need a
.envfile with yourGITHUB_TOKENin the directory where you run Claude Code.
Claude Desktop
Step 1: Get a GitHub Token
- Go to GitHub Settings > Developer settings > Personal access tokens > Fine-grained tokens
- Give it a name (e.g.,
projectpulse) - Select the repositories you want to monitor (or "All repositories")
- Under Permissions, grant Read-only access to:
Code scanning alertsDependabot alertsMetadata(enabled by default)
- Click Generate token and copy it
Step 2: Configure Claude Desktop
- Open Claude Desktop
- Go to Settings (gear icon) > Developer > Edit Config
- This opens
claude_desktop_config.json. Add theprojectpulseentry inside"mcpServers":
{
"mcpServers": { "projectpulse": { "command": "npx", "args": ["-y", "projectpulse-mcp"], "env": { "GITHUB_TOKEN": "ghp_paste_your_token_here" } } } }
- Save the file and restart Claude Desktop
Step 3: Verify it works
In a new Claude Desktop conversation, try asking:
"Check the health score of facebook/react"
Claude should call the get_health_score tool and return an A-F grade with a detailed breakdown.
Troubleshooting
| Problem | Solution |
|---|---|
| Tools not showing up | Restart Claude Desktop after editing the config file |
| "Rate limit exceeded" errors | Make sure GITHUB_TOKEN is set correctly in the config |
| Dependabot/CodeQL data missing | Your token needs Code scanning alerts and Dependabot alerts permissions |
npx not found | Install Node.js (v18 or later) and make sure npx is in your PATH |
Other MCP Clients (Cursor, Windsurf, etc.)
Configure a new MCP server with:
- Transport:
stdio - Command:
npx - Arguments:
-y projectpulse-mcp - Environment:
GITHUB_TOKEN= your GitHub PAT
🛠️ Tools
get_health_score
Calculates a 0-100 health score with an A-F grade. Evaluates 5 weighted categories: CI reliability (25%), code freshness (20%), security posture (25%), community activity (15%), and maintenance quality (15%). Returns actionable improvement suggestions for low-scoring categories. On repeated calls for the same repo, includes a trend comparison showing score change since last check. Queries multiple GitHub API endpoints and OpenSSF Scorecard.
Side effect: saves a trend snapshot to local disk (~/.projectpulse/snapshots/).
Inputs: owner, repo Try asking: *"What's the health score of microsoft/vscode?"*
get_dora_metrics
Calculates proxy DORA metrics from public GitHub data: Deployment Frequency (from releases), Lead Time for Changes (PR created → merged), Change Failure Rate (CI failure percentage), and Mean Time to Recovery (CI failure → next success). Returns null for metrics with insufficient data. Queries multiple GitHub API endpoints (releases, pulls, actions) — heavier API usage than single-endpoint tools.
Inputs: owner, repo, days (optional, 7-90, default 30) Try asking: *"Show me the DORA metrics for vercel/next.js over the last 60 days"*
compare_repos
Compares health scores side-by-side for 2-5 repositories. Returns each repo's full health breakdown ranked by score. Useful for evaluating alternatives or benchmarking your project against similar ones. API calls are multiplied by the number of repos compared.
Inputs: repos (array of {owner, repo}) Try asking: *"Compare the health of expressjs/express, fastify/fastify, and koajs/koa"*
get_repo_health
Fetches basic repository metadata: stars, forks, open issues count, primary language, license, last push date, default branch, and archive status. Use this for a quick overview — for a computed grade, use get_health_score instead.
Inputs: owner, repo Try asking: *"Give me general info about torvalds/linux"*
analyze_dependencies
Lists Dependabot security alerts for vulnerable package dependencies (npm, pip, Maven, etc.) grouped by severity (critical, high, medium, low). Optionally filter by a specific severity level. Requires a token with Dependabot alerts permission.
Inputs: owner, repo, severity (optional) Try asking: *"Show me critical dependency vulnerabilities in my-org/my-app"*
check_ci_status
Returns the most recent CI/CD workflow runs from GitHub Actions: status (success, failure, in_progress), conclusion, branch, duration, and timestamps. Useful for checking if builds are green before deploying or merging.
Inputs: owner, repo, limit (optional, default 10) Try asking: *"Are the CI builds passing for facebook/react?"*
analyze_code_scanning
Lists CodeQL and other code scanning alerts: rule ID, severity, vulnerability message, affected file and line number, and creation date. Requires a token with Code scanning alerts permission. Can optionally trigger a CodeQL scan and wait for results (requires Advanced Setup, not Default Setup).
Inputs: owner, repo, trigger_scan (optional, default false), poll_timeout_seconds (optional, default 300), poll_interval_seconds (optional, default 15) Try asking: *"Are there any code scanning vulnerabilities in my-org/my-api?"*